Mortality prediction among ICU inpatients based on MIMIC-III database results from the conditional medical generative adversarial network

BACKGROUND AND AIMS: Improved mortality prediction among intensive care unit (ICU) inpatients is a valuable and challenging task. Limited clinical data, especially with appropriate labels, are an important element restricting accurate predictions. Generative adversarial networks (GANs) are excellent...

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Detalles Bibliográficos
Autores principales: Yang, Wei, Zou, Hong, Wang, Meng, Zhang, Qin, Li, Shadan, Liang, Hongyin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925961/
https://www.ncbi.nlm.nih.gov/pubmed/36798767
http://dx.doi.org/10.1016/j.heliyon.2023.e13200

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